{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "81ef71ae-55f1-4a7f-a16a-5bde145a3959",
   "metadata": {},
   "source": [
    "Chapter 19\n",
    "# 将成对距离矩阵转化为完全图\n",
    "Book_6《数据有道》 | 鸢尾花书：从加减乘除到机器学习"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "5ef50183-894d-48e7-8f33-6f4e9043ba7c",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import networkx as nx\n",
    "import matplotlib.pyplot as plt\n",
    "import seaborn as sns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "a9527b72-397e-4f37-8e94-a00138a82097",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 12个坐标点\n",
    "points = np.array([[1,6],[4,6],[1,5],[6,0],\n",
    "                   [3,8],[8,3],[4,1],[3,5],\n",
    "                   [9,2],[5,9],[4,9],[8,4]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "87cde9ba-69fe-40c0-8e57-3c9403d6b361",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 计算成对距离矩阵\n",
    "D = np.linalg.norm(points[:, np.newaxis, :] - points, axis=2)\n",
    "# 请尝试使用\n",
    "# scipy.spatial.distance.pdist()\n",
    "# sklearn.metrics.pairwise_distances()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "dc4ba6f4-a356-4489-b911-12336a5be8f2",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "47f7da47-1864-4bf6-93c6-0d91a2a5dd6f",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 创建无向图\n",
    "G = nx.Graph()\n",
    "\n",
    "# 添加节点和边\n",
    "for i in range(12):\n",
    "    G.add_node(i, pos=(points[i, 0], points[i, 1]))  \n",
    "    # 使用pos属性保存节点的坐标信息\n",
    "    for j in range(i + 1, 12):\n",
    "        G.add_edge(i, j, weight=D[i, j])  \n",
    "        # 将距离作为边的权重\n",
    "\n",
    "# 请思考如何避免使用 for 循环\n",
    "\n",
    "# 增加节点/边属性\n",
    "pos = nx.get_node_attributes(G, 'pos')\n",
    "labels = {i: chr(ord('a') + i) for i in range(len(G.nodes))} \n",
    "edge_labels = {(i, j): f'{D[i, j]:.2f}' for i, j in G.edges}\n",
    "edge_weights = [G[i][j]['weight'] for i, j in G.edges]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "db062fe6-531d-4d8c-814d-177a0cf83aa5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 可视化图\n",
    "fig, ax = plt.subplots(figsize = (6,6))\n",
    "nx.draw_networkx(G, pos, with_labels=True, \n",
    "                 labels=labels, \n",
    "                 node_size=100, \n",
    "                 node_color='grey', \n",
    "                 font_color='black', \n",
    "                 edge_vmin = 0, edge_vmax = 10,\n",
    "                 edge_cmap=plt.cm.RdYlBu,\n",
    "                 edge_color=edge_weights,\n",
    "                 width=1, alpha=0.7)\n",
    "\n",
    "# nx.draw_networkx_edge_labels(G, pos, \n",
    "#                              edge_labels=edge_labels, \n",
    "#                              font_color='k')\n",
    "\n",
    "ax.set_xlim(0,10)\n",
    "ax.set_ylim(0,10)\n",
    "ax.grid()\n",
    "ax.set_aspect('equal', adjustable='box')\n",
    "plt.savefig('成对距离矩阵_无向图.svg')\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "d0c22402-64b3-4abd-a36f-cae4bc6a7d02",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 可视化图\n",
    "plt.figure(figsize=(6,6))\n",
    "nx.draw_networkx(G, pos, with_labels=True, \n",
    "                 labels=labels, \n",
    "                 node_size=100, \n",
    "                 node_color='grey', \n",
    "                 font_color='black', \n",
    "                 edge_cmap=plt.cm.RdYlBu,\n",
    "                 edge_color=edge_weights,\n",
    "                 width=1, alpha=0.7)\n",
    "\n",
    "nx.draw_networkx_edge_labels(G, pos, \n",
    "                             edge_labels=edge_labels, \n",
    "                             font_color='k')\n",
    "\n",
    "ax.set_xlim(0,10)\n",
    "ax.set_ylim(0,10)\n",
    "ax.grid()\n",
    "ax.set_aspect('equal', adjustable='box')\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
